Performance Characterization of Pharmaceutical Removal by Horizontal Subsurface Flow Constructed Wetlands Using Multivariate Analysis

Three horizontal subsurface flow constructed wetlands and three sand filters (without plants) were set up at the campus of Nanyang Technological University, Singapore. Eight pharmaceuticals including carbamazepine, naproxen, diclofenac, ibuprofen, caffeine, ketoprofen, salicylic acid, and clofibric...

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Veröffentlicht in:Clean : soil, air, water air, water, 2015-08, Vol.43 (8), p.1181-1189
Hauptverfasser: Zhang, Dongqing, Ni, Wangdong, Gersberg, Richard M., Ng, Wun Jern, Tan, Soon Keat
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container_end_page 1189
container_issue 8
container_start_page 1181
container_title Clean : soil, air, water
container_volume 43
creator Zhang, Dongqing
Ni, Wangdong
Gersberg, Richard M.
Ng, Wun Jern
Tan, Soon Keat
description Three horizontal subsurface flow constructed wetlands and three sand filters (without plants) were set up at the campus of Nanyang Technological University, Singapore. Eight pharmaceuticals including carbamazepine, naproxen, diclofenac, ibuprofen, caffeine, ketoprofen, salicylic acid, and clofibric acid were enriched in the wetland inflow. Three factors, namely, with/without the presence of vegetation, operational modes (batch and continuous), and hydraulic residence time were investigated by a polynomial regression model with analysis of variance, including factorial design, to find the relationships between contaminant removal and the affecting factors, as well as to determine the dominant variables and how each of them interact for each parameter. The objective of this study was to compare the removal efficiencies of selected pharmaceuticals under different wetland retention times, planted versus unplanted modes, and feeding strategies. A polynomial regression model with ANOVA was used to develop the relationships between pharmaceutical removal and the affecting factors in wetland systems. The presence of higher macrophytes, batch feeding strategies, and longer hydraulic residence time were important for pharmaceutical elimination.
doi_str_mv 10.1002/clen.201400294
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subjects Batch mode
Continuous flow
Modeling
PPCPs
Wastewater treatment
Water treatment
title Performance Characterization of Pharmaceutical Removal by Horizontal Subsurface Flow Constructed Wetlands Using Multivariate Analysis
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